• Title/Summary/Keyword: Adaptive Sliding Mode Control

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A Study on Tracking Control of Remote Operated Excavator for Field Robot (필드로봇용 원격 굴삭 시스템의 궤적제어에 관한 연구)

  • Yang, S.S.;Jin, S.M.;Choi, J.J.;Lee, C.D.;Kim, Y.S.
    • Transactions of The Korea Fluid Power Systems Society
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    • v.6 no.4
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    • pp.9-15
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    • 2009
  • Hydraulic excavators are the representative of field robot and have been used in various fields of construction. Since the excavator operates in the hazardous working environment, operators of excavator are exposed in harmful environment. Therefore, the hydraulic excavator automation and remote operation system has been investigated to protect from the hazardous working environment. In this paper, remote operation excavator system is developed using the mini hydraulic excavator and the tracking control system of each links of excavator is designed. To apply the tracking control system, the adaptive sliding mode control algorithm is proposed. It is found that the performance of the proposed control system is improved through experimental results of using the remote operation excavator system.

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Adhesive Force Control of Railway Rolling Stock Using Reference Slip Generator and Adaptive Sliding-mode Technique (기준 슬립 발생기 및 적응 슬라이딩 모드 기법을 이용한 철도차량 제동력 제어)

  • Lim, Tae-Hyeong;Kim, Seong-Soo;Choi, Jeong-Ju;Lee, Byung-Ryong;Yang, Soon-Yong
    • Journal of the Korean Society for Precision Engineering
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    • v.24 no.5
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    • pp.56-61
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    • 2007
  • In the braking of railway rolling stock, the slip that is the relative velocity between train body and its wheel affects the adhesive force which is connected to the braking force. The coefficient of the adhesive force changes in accordance with the slip and the condition of a rail road. Namely, its value increases upon the maximum on a rail condition, and there it declines conversely while the magnitude of slip keeps rising on. First, this paper introduced a reference slip generator so that can utilize maximum adhesive forces with a disturbance observer for estimating unmeasurable current adhesive forces which is as an input of the generator. And, an adaptive sliding-mode control system has been synthesized for minimizing the error between reference and current slip. Finally the effectiveness of the proposed control system is evaluated by computer simulation.

Sensorless Control of a Permanent Magnet Synchronous Motor for Electric Propulsion System of Small Ships (소형 선박용 전기추진시스템을 위한 PMSM의 센서리스 제어)

  • JEONG, Tae-Young;Wibowo, Wahyu Kunto;JEONG, Seok-Kwon
    • Journal of Fisheries and Marine Sciences Education
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    • v.29 no.3
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    • pp.778-784
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    • 2017
  • This paper proposes a sensorless speed control of a permanent magnet synchronous motor (PMSM) based on an adaptive sliding mode observer (SMO) for electric propulsion system of small ships. An adaptive observer gain is proposed based on the Lyapunov's stability criterion to reduce the chattering problem at any speed operation instead of the constant gain observer. Furthermore, a cascade low-pass filter with variable cut-off frequency is suggested to strengthen the filtering capability of the observer. The experimental results from a 1.5 kW PMSM drive are provided to verify the effectiveness of the proposed adaptive SMO. The result shows that the proposed method gives good speed control performances even when the PMSM operates at 0.5% from its rated speed value.

On the Design of Simple-structured Adaptive Fuzzy Logic Controllers

  • Park, Byung-Jae;Kwak, Seong-Woo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.3 no.1
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    • pp.93-99
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    • 2003
  • One of the methods to simplify the design process for a fuzzy logic controller (FLC) is to reduce the number of variables representing the rule antecedent. This in turn decreases the number of control rules, membership functions, and scaling factors. For this purpose, we designed a single-input FLC that uses a sole fuzzy input variable. However, it is still deficient in the capability of adapting some varying operating conditions although it provides a simple method for the design of FLC's. We here design two simple-structured adaptive fuzzy logic controllers (SAFLC's) using the concept of the single-input FLC. Linguistic fuzzy control rules are directly incorporated into the controller by a fuzzy basis function. Thus some parameters of the membership functions characterizing the linguistic terms of the fuzzy control rules can be adjusted by an adaptive law. In our controllers, center values of fuzzy sets are directly adjusted by an adaptive law. Two SAFLC's are designed. One of them uses a Hurwitz error dynamics and the other a switching function of the sliding mode control (SMC). We also prove that 1) their closed-loop systems are globally stable in the sense that all signals involved are bounded and 2) their tracking errors converge to zero asymptotically. We perform computer simulations using a nonlinear plant.

Adaptive Sliding Mode Control Synthesis of Maritime Autonomous Surface Ship

  • Lee, Sang-Do;Xu, Xiao;Kim, Hwan-Seong;You, Sam-Sang
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.25 no.3
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    • pp.306-312
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    • 2019
  • This paper investigates to design a controller for maritime autonomous surface ship (MASS) by means of adaptive super-twisting algorithm (ASTA). A input-out feedback linearization method is considered for multi-input multi-output (MIMO) system. Sliding Mode Controller (SMC) is suitable for MASS subject to ocean environments due to its robustness against parameter uncertainties and disturbances. However, conventional SMC has inherent disadvantages so-called, chattering phenomenon, which resulted from the high frequency of switching terms. Chattering may cause harmful failure of actuators such as propeller and rudder of ships. The main contribution of this work is to address an appropriate controller for MASS, simultaneously controls surge and yaw motion in severe step inputs. Proposed control mechanism well provides convergence bewildered by external disturbances in the middle of steady-state responses as well as chattering attenuation. Also, the adaptive algorithm is contributed to reducing non-overestimated value of control gains. Control inputs of surge and yaw motion are displayed by smoother curves without excessive control activities of actuators. Finally, no overshoot can be seen in transient responses.

Design of an Adaptive Fuzzy Logic Controller using Sliding Mode Scheme

  • Kwak, Seong-Woo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.9 no.6
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    • pp.577-582
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    • 1999
  • Using a sole input variable simplifies the design process for the fuzzy logic controller(FLC). This is called single-input fuzzy logic controller(SFLC). However it is still deficient in the capability of adapting to the varying operating conditions. We here design a single-input adaptive fuzzy logic controller(AFLC) using a switching function of the sliding mode control. The AFLC can directly incorporate linguistic fuzzy control rules into the controller. Hence some parameters of the membership functions characterizing the linguistic terms of the fuzzy rules can be adjusted by an adaptive law. In the proposed AFLC center values of fuzzy sets are directly adjusted by a fuzzy logic system. We prove that 1) its closed-loop system is globally stable in the sense that all signals involved are bounded and 2)its tracking error converges to zero asymptotically. We perform computer simulation using a nonlinear plant.

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Longitudinal Motion Control of Vehicles Using Adaptive Sliding Mode Cascade Observer (적응 슬라이딩 모드 축차 관측기를 이용한 직진 주행 차량 제어)

  • Kim Eung-Seok;Kim Cheol-Jin;Rhee Hyung-Chan
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.52 no.1
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    • pp.1-8
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    • 2003
  • In this paper, an observer-based adaptive controller is proposed to control the longitudinal motion of vehicles. The standard gradient method is used to estimate the vehicle parameters, mass, time constant, etc. The inter-vehicle spacing and its derivatives are estimated by using the sliding mode cascade observer introduced in this paper. It is shown that the proposed adaptive controller is uniformly ultimately bounded. It is also shown that the errors of the relative distance, the relative velocity and the relative acceleration asymptotically converge to zero. The simulation results are presented to investigate the effectiveness of the proposed method.

Control of Coupled Tank Level using RVEGA SMC (RVEGA SMC를 이용한 이중 탱크의 수위 제어)

  • 김태우;이준탁
    • Journal of Advanced Marine Engineering and Technology
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    • v.24 no.1
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    • pp.104-111
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    • 2000
  • It is very difficult to maintain the desired tank level without any overflow or any shortage in a dangerous shemical plant and in a cooling one. Futhermore, because its dynamics are very complicate and nonlinear, it is impossible to realize the precise control using the accurate mathematical model which can be applied to the various peration modes. Nonetheless, the sliding mode controller(SMC) is known as having the robust variable structures for the nonlinear control system with the parametric perturbations and with the rapid disturbances. But the adaptive tuning algorithms for their parameters are not satisfactory. Therefore, in this paper, a Real Variable Elitist Genetic Algorithm based Sliding Mode Controller (RVEGA SMC) for the precise control of the coupled tank level was tried. The SMC's switching parameters were optimized easily and rapidly by RVEGA. The simulation results showed that the tank level could be satisfactorily controlled without and overshoot and any steady-state error by the proposed RVEGA SMC.

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A Sliding Mode Controller with Bound Estimation for Robot Manipulator (로봇 매니퓰레이터에서 바운드 예측을 갖는 슬라이딩 모드 제어기 설계)

  • Lee, Chang-Min;Yun, Won-Sik;Park, Sung-Jun;Kim, Cheul-U
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.2898-2900
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    • 2000
  • A sliding mode control algorithm combined with an adaptive scheme, which is used to estimate the unknown parameter bounds. is developed for the trajectory control of robot manipulators. Simulated results show the validity to accurate tracking capability and robust performance.

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Sliding Mode Control with Bound Estimation for Robot Manipulators (경계 추정치를 가진 로봇 슬라이딩 모드 제어)

  • Yoo, Dong-Sang
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.20 no.8
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    • pp.42-47
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    • 2006
  • In this paper, we propose a sliding mode control with the bound estimation for robot manipulators without requiring exact knowledge of the robot dynamics. For the bound estimation, the upper bound of the uncertain nonlinearities of robot dynamics is represented as a Fredholm integral equation of the first kind and we propose an adaptive scheme which is only dependent on the sliding surface function. Also, we prove the asymptotic stability for the robot systems using two important properties in the robot dynamics: skew-symmetry and positive-definiteness of robot parameters.